Autor(es):
Banisch, Sven 
; Lima, Ricardo ; Araújo, Tanya
Data: 2012
Identificador Persistente: http://hdl.handle.net/10400.5/4579
Origem: Repositório da UTL
Detalhes do Documento
Aggregation and emergence in agent based models : a markov chain approach
Descrição
We analyse the dynamics of agent-based models (ABMs) from a Markovian perspective and derive explicit statements about the possibility of linking a microscopic agent model to the dynamical processes of microscopic observables that are useful for a precise understanding of the model dynamics. In this way the dynamics of collective variables may be studied, and a description of macro dynamics as emergent properties of micro dynamics, in particular during transient times, is possible.
We analyse the dynamics of agent-based models (ABMs) from a Markovian perspective and derive explicit statements about the possibility of linking a microscopic agent model to the dynamical processes of microscopic observables that are useful for a precise understanding of the model dynamics. In this way the dynamics of collective variables may be studied, and a description of macro dynamics as emergent properties of micro dynamics, in particular during transient times, is possible.
Tipo de Documento
Outro
Idioma Inglês
Idioma Inglês
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